Triple

T9722989
Position Surface form Disambiguated ID Type / Status
Subject Southgate, Michigan E235525 entity
Predicate hasPublicSchoolDistrict P226 FINISHED
Object Southgate Community School District
Southgate Community School District is a public school system serving students in the city of Southgate, Michigan.
E816184 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Southgate Community School District | Statement: [Southgate, Michigan, hasPublicSchoolDistrict, Southgate Community School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Southgate Community School District
Context triple: [Southgate, Michigan, hasPublicSchoolDistrict, Southgate Community School District]
  • A. Sycamore Community School District
    Sycamore Community School District is a public school system serving students in and around Montgomery, Ohio, known for its strong academic programs and community involvement.
  • B. Highland Community School District
    Highland Community School District is a public school district serving students in and around rural communities in Washington County, Iowa.
  • C. Westwood Community School District
    Westwood Community School District is a public school district in Michigan that provides K–12 education to students in and around the city of Inkster.
  • D. Ar-We-Va Community School District
    Ar-We-Va Community School District is a rural public school district in western Iowa serving students from the communities of Arion, Westside, and Vail.
  • E. Bow School District
    Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Southgate Community School District
Triple: [Southgate, Michigan, hasPublicSchoolDistrict, Southgate Community School District]
Generated description
Southgate Community School District is a public school system serving students in the city of Southgate, Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Southgate Community School District
Target entity description: Southgate Community School District is a public school system serving students in the city of Southgate, Michigan.
  • A. Sycamore Community School District
    Sycamore Community School District is a public school system serving students in and around Montgomery, Ohio, known for its strong academic programs and community involvement.
  • B. Highland Community School District
    Highland Community School District is a public school district serving students in and around rural communities in Washington County, Iowa.
  • C. Westwood Community School District
    Westwood Community School District is a public school district in Michigan that provides K–12 education to students in and around the city of Inkster.
  • D. Ar-We-Va Community School District
    Ar-We-Va Community School District is a rural public school district in western Iowa serving students from the communities of Arion, Westside, and Vail.
  • E. Bow School District
    Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ca84d0123c819096f9dc3b6abb0881 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9e75abd48190a6e6679ec51496e8 completed April 1, 2026, 10:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69d19fa5a8e48190b7b1742eb6c3b81e completed April 4, 2026, 11:32 p.m.
NEDg Description generation batch_69d1a022efd48190b0206bbdf3d93b9e completed April 4, 2026, 11:34 p.m.
NED2 Entity disambiguation (via description) batch_69d1a09ae5b48190b4d0b01cd20ba140 completed April 4, 2026, 11:36 p.m.
Created at: March 30, 2026, 8:20 p.m.